{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Objectron 3D Projection Tutorial\n",
    "\n",
    "This notebook shows how to project 3D annotated points to images from intrinsic matrix or camera projection matrix.\n",
    "\n",
    "The data is retrieved from [hub](https://app.activeloop.ai/organizations/google/datasets). "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import cv2\n",
    "import hub\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "def project_by_intrinsics(element):\n",
    "    \"\"\"\n",
    "    Project using camera intrinsics.\n",
    "\n",
    "    Objectron frame (x down, y right, z in); \n",
    "    H-Z frame (x right, y down, z out); \n",
    "    Objectron intrinsics has px and py swapped;\n",
    "    px and py are from original image size (1440, 1920);\n",
    "\n",
    "    Approach 1:\n",
    "    To transform Objectron frame to H-Z frame,\n",
    "    we need to negate z and swap x and y;\n",
    "    To modify intrinsics, we need to swap px, py.\n",
    "\n",
    "    Or alternatively, approach 2:\n",
    "    we change the sign for z and swap x and y after projection.\n",
    "    \n",
    "    Reference\n",
    "    https://github.com/google-research-datasets/Objectron/issues/39#issuecomment-835509430\n",
    "    https://amytabb.com/ts/2019_06_28/\n",
    "    \"\"\"\n",
    "    vertices_3d = element['point_3d'].reshape(9, 3)\n",
    "    # Objectron to H-Z frame\n",
    "    vertices_3d[:, 2] = - vertices_3d[:, 2]    \n",
    "    intr = element['camera_intrinsics'].reshape(3, 3)\n",
    "    # scale intrinsics from (1920, 1440) to (640, 480)\n",
    "    intr[:2, :] = intr[:2, :] / np.array([[1920],[1440]]) * np.array([[640],[480]])\n",
    "    point_2d = intr @ vertices_3d.T \n",
    "    point_2d[:2, :] = point_2d[:2, :] / point_2d[2, :]\n",
    "    # landscape to portrait swap x and y.\n",
    "    point_2d[[0, 1], :] = point_2d[[1, 0], :]\n",
    "    arranged_points = point_2d.T[:, :2]\n",
    "    return arranged_points\n",
    "\n",
    "\n",
    "def project_by_camera_projection(element):\n",
    "    \"\"\"\n",
    "    Projection using camera projection matrix.\n",
    "    \n",
    "    Reference: \n",
    "    function project_points in https://github.com/google-research-datasets/Objectron/blob/master/notebooks/objectron-geometry-tutorial.ipynb\n",
    "    http://www.songho.ca/opengl/gl_projectionmatrix.html    \n",
    "    \"\"\"\n",
    "    vertices_3d = element['point_3d'].reshape(9, 3)\n",
    "    vertices_3d_homg = np.concatenate((vertices_3d, np.ones_like(vertices_3d[:, :1])), axis = -1).T\n",
    "    vertices_2d_proj = np.matmul(element['camera_projection'].reshape(4, 4), vertices_3d_homg)\n",
    "    # Project the points\n",
    "    points2d_ndc = vertices_2d_proj[:-1, :] / vertices_2d_proj[-1, :]\n",
    "    points2d_ndc = points2d_ndc.T\n",
    "    # Convert the 2D Projected points from the normalized device coordinates to pixel values\n",
    "    x = points2d_ndc[:, 1]\n",
    "    y = points2d_ndc[:, 0]\n",
    "    pt2d = np.copy(points2d_ndc)\n",
    "    pt2d[:, 0] = (1 + x) / 2 * element['image_width']\n",
    "    pt2d[:, 1] = (1 + y) / 2 * element['image_height']\n",
    "    arranged_points = pt2d[:, :2]\n",
    "    return arranged_points\n",
    "\n",
    "\n",
    "def project_by_point2d(element):\n",
    "    \"\"\"\n",
    "    Directly using 2D projected points from the annotation file. \n",
    "    The projections are normalized, so we scale them with the \n",
    "    image's height and width to get the pixel value.\n",
    "    \"\"\"\n",
    "    arranged_points = element['point_2d'].reshape(9, 3)\n",
    "    arranged_points[:, 0] = arranged_points[:, 0] * element['image_width']\n",
    "    arranged_points[:, 1] = arranged_points[:, 1] * element['image_height']\n",
    "    return arranged_points[:, :2]\n",
    "\n",
    "\n",
    "def draw_box(img, arranged_points):\n",
    "    \"\"\"\n",
    "    plot arranged_points on img.\n",
    "    arranged_points: list of points [[x, y]] in image coordinate. \n",
    "    \"\"\"\n",
    "    RADIUS = 10\n",
    "    COLOR = (255, 255, 255)\n",
    "    EDGES = [\n",
    "      [1, 5], [2, 6], [3, 7], [4, 8],  # lines along x-axis\n",
    "      [1, 3], [5, 7], [2, 4], [6, 8],  # lines along y-axis\n",
    "      [1, 2], [3, 4], [5, 6], [7, 8]   # lines along z-axis\n",
    "    ] \n",
    "    for i in range(arranged_points.shape[0]):\n",
    "        x, y = arranged_points[i]\n",
    "        cv2.circle(img, (int(x), int(y)), RADIUS, COLOR, -10)\n",
    "    for edge in EDGES:\n",
    "        start_points = arranged_points[edge[0]]\n",
    "        start_x = int(start_points[0])\n",
    "        start_y = int(start_points[1])\n",
    "        end_points = arranged_points[edge[1]]\n",
    "        end_x = int(end_points[0])\n",
    "        end_y = int(end_points[1])\n",
    "        cv2.line(img, (start_x, start_y), (end_x, end_y), COLOR, 2)\n",
    "    plt.imshow(img)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Download a sample frame from hub\n",
    "bikes = hub.Dataset(\"google/bike\")\n",
    "frame_id = 0\n",
    "element=bikes[frame_id].compute()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Plot directly from point2d\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "print('Plot directly from point2d')\n",
    "pt2d_point2d = project_by_point2d(element.copy())\n",
    "draw_box(element['image'].copy(), pt2d_point2d)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Project using camera_projection\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "print('Project using camera_projection')\n",
    "pt2d_cam_proj = project_by_camera_projection(element.copy())\n",
    "draw_box(element['image'].copy(), pt2d_cam_proj)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Project using camera_intrinsics\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "print('Project using camera_intrinsics')\n",
    "pt2d_intr = project_by_intrinsics(element.copy())\n",
    "draw_box(element['image'].copy(), pt2d_intr)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "anaconda3-2020.11",
   "language": "python",
   "name": "anaconda3-2020.11"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.5"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
